Autonomous Lunar Rover Navigation
Program an autonomous navigation system for a lunar rover to navigate hazardous terrain.
Problem Statement
Create autonomous navigation software for lunar exploration:
1. Environment Challenges
- Extreme temperature variations
- Limited communication (2.6 second delay)
- Crater and boulder obstacles
- Fine dust and traction issues
2. Navigation Requirements
- Autonomous obstacle avoidance
- Path planning and optimization
- Hazard detection (slopes >30°, rocks >50cm)
- Energy-efficient routing
3. Sensing and Perception
- Stereo camera processing
- LIDAR point cloud analysis
- IMU integration
- Terrain classification
4. Control Systems
- Wheel slip compensation
- Stability monitoring
- Emergency stop protocols
- Battery management
5. Simulation Testing
- Unity/Gazebo environment
- Realistic lunar physics
- 10km+ navigation scenarios
- Recovery from failures
Deliverables:
- Simulation environment
- Navigation algorithms
- Performance analysis
- Video demonstrations